Tumor tissue and peripheral blood stem cells are collected from patients and cultured in vitro with sargramostim (GM-CSF) and interleukin-4 for 7 days to produce dendritic cells (DC). Patients receive autologous DC transfected with autologous prostate carcinoma RNA intradermally once weekly on weeks 0-3 for a total of 4 doses.